{
"methodology_version": "1.0.0",
"month": "2026-10",
"generated_at": "2026-10-21T00:59:43.002Z",
"speed_measured": false,
"notes": [
"Initial public snapshot. Candidates came from public showcase and directory pages, then each homepage was fetched and kept only if its fingerprint matched the builder.",
"Default builder subdomains are excluded. Parked domains and adult or gambling hostnames are excluded.",
"PageSpeed Insights did not run (no PAGESPEED_API_KEY). Scores are out of 75: Readable 30, Crawlable 15, Discoverable 30. Fast is blank.",
"A builder is ranked only when at least 20 sites were measured. Medians within 2 points are a tie. WordPress is a baseline and is never ranked.",
"This is not a random crawl of the web. HTTP Archive sampling is the planned monthly source once a BigQuery project is connected.",
"Lovable was remeasured after the fingerprint was extended to the public /~flock.js runtime together with id=\"root\" (and the phrase \"Lovable hosting\"). The first pass only matched the badge, which most published apps omit."
],
"builders": [
{
"slug": "lovable",
"sample_size": 24,
"ranked": true,
"rank": 5,
"tied": false,
"median": 38.7,
"median_max": 75,
"median_percent": 51.5,
"p25": 29.2,
"p75": 48.9,
"fully_readable_pct": 21.7,
"blocking_ai_pct": 4.2,
"top_failures": [
{
"id": "meta-h1",
"label": "Exactly one H1",
"fix": "Use a single H1 for the page topic.",
"pct": 83.3
},
{
"id": "readable-parity",
"label": "Raw HTML contains the rendered text",
"fix": "Put the headline and body in the server HTML. Client-only rendering leaves AI crawlers with an empty page.",
"pct": 79.2
},
{
"id": "llms",
"label": "llms.txt is published",
"fix": "Publish /llms.txt as plain text or Markdown, starting with a level-1 heading. Add /llms-full.txt if you want the extra point.",
"pct": 54.2
},
{
"id": "meta-canonical",
"label": "Canonical link is present",
"fix": "Add in the document head.",
"pct": 54.2
},
{
"id": "schema",
"label": "JSON-LD parses in the raw HTML",
"fix": "Add a JSON-LD block (Organization or WebSite is enough) in the raw HTML.",
"pct": 50
}
],
"sites": [
{
"url": "https://ai-animal-lab.com/",
"domain": "ai-animal-lab.com",
"score": 24.7,
"score_max": 75,
"percent": 32.9,
"grade": "D",
"readable": 1.7,
"crawlable": 15,
"discoverable": 8,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://adarena.app/",
"domain": "adarena.app",
"score": 75,
"score_max": 75,
"percent": 100,
"grade": "A",
"readable": 30,
"crawlable": 15,
"discoverable": 30,
"fast": null,
"parity": 3,
"blocks_ai": false,
"failures": []
},
{
"url": "https://phone-verif.com/",
"domain": "phone-verif.com",
"score": 73,
"score_max": 75,
"percent": 97.3,
"grade": "A",
"readable": 30,
"crawlable": 15,
"discoverable": 28,
"fast": null,
"parity": 1,
"blocks_ai": false,
"failures": [
"llms"
]
},
{
"url": "https://kaiventrouville.fr/",
"domain": "kaiventrouville.fr",
"score": 38.8,
"score_max": 75,
"percent": 51.7,
"grade": "D",
"readable": 3.8,
"crawlable": 15,
"discoverable": 20,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://podprime.ai/",
"domain": "podprime.ai",
"score": 38.5,
"score_max": 75,
"percent": 51.3,
"grade": "D",
"readable": 1.5,
"crawlable": 15,
"discoverable": 22,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"llms"
]
},
{
"url": "https://student-os.net/",
"domain": "student-os.net",
"score": 34,
"score_max": 75,
"percent": 45.3,
"grade": "D",
"readable": 6,
"crawlable": 15,
"discoverable": 13,
"fast": null,
"parity": null,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://audit.amazingsupport.co.uk/",
"domain": "audit.amazingsupport.co.uk",
"score": 48.1,
"score_max": 75,
"percent": 64.1,
"grade": "C",
"readable": 7.1,
"crawlable": 15,
"discoverable": 26,
"fast": null,
"parity": 0.2,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1"
]
},
{
"url": "https://apeguard.drdavecoin.xyz/",
"domain": "apeguard.drdavecoin.xyz",
"score": 30.4,
"score_max": 75,
"percent": 40.5,
"grade": "D",
"readable": 7.4,
"crawlable": 15,
"discoverable": 8,
"fast": null,
"parity": 0.1,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://pixelco.io/",
"domain": "pixelco.io",
"score": 31.6,
"score_max": 75,
"percent": 42.1,
"grade": "D",
"readable": 0.6,
"crawlable": 15,
"discoverable": 16,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://gradloom.app/",
"domain": "gradloom.app",
"score": 43.4,
"score_max": 75,
"percent": 57.9,
"grade": "C",
"readable": 1.4,
"crawlable": 15,
"discoverable": 27,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-h1"
]
},
{
"url": "https://consile.app/",
"domain": "consile.app",
"score": 73.6,
"score_max": 75,
"percent": 98.1,
"grade": "A",
"readable": 29.6,
"crawlable": 15,
"discoverable": 29,
"fast": null,
"parity": 18.1,
"blocks_ai": false,
"failures": []
},
{
"url": "https://realpropertyplanning.com/",
"domain": "realpropertyplanning.com",
"score": 73,
"score_max": 75,
"percent": 97.3,
"grade": "A",
"readable": 30,
"crawlable": 15,
"discoverable": 28,
"fast": null,
"parity": 1,
"blocks_ai": false,
"failures": [
"meta-title",
"meta-h1"
]
},
{
"url": "https://beatmaker.midimighty.com/",
"domain": "beatmaker.midimighty.com",
"score": 26,
"score_max": 75,
"percent": 34.7,
"grade": "D",
"readable": 4,
"crawlable": 15,
"discoverable": 7,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-description",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://launchin48.co/",
"domain": "launchin48.co",
"score": 23.7,
"score_max": 75,
"percent": 31.6,
"grade": "D",
"readable": 0.7,
"crawlable": 15,
"discoverable": 8,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://digitaloctopods.com/",
"domain": "digitaloctopods.com",
"score": 26.2,
"score_max": 75,
"percent": 34.9,
"grade": "D",
"readable": 0.2,
"crawlable": 15,
"discoverable": 11,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-description",
"meta-canonical",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://dontknowwhattodo.com/",
"domain": "dontknowwhattodo.com",
"score": 28.4,
"score_max": 75,
"percent": 37.9,
"grade": "D",
"readable": 5.4,
"crawlable": 15,
"discoverable": 8,
"fast": null,
"parity": 0.1,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://windowklicker.com/",
"domain": "windowklicker.com",
"score": 41.9,
"score_max": 75,
"percent": 55.9,
"grade": "C",
"readable": 0.9,
"crawlable": 15,
"discoverable": 26,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1"
]
},
{
"url": "https://smartmoney77.com/en",
"domain": "smartmoney77.com",
"score": 73.9,
"score_max": 75,
"percent": 98.5,
"grade": "A",
"readable": 29.9,
"crawlable": 14,
"discoverable": 30,
"fast": null,
"parity": 1.2,
"blocks_ai": true,
"failures": [
"robots-ccbot"
]
},
{
"url": "https://cineyx.ai/",
"domain": "cineyx.ai",
"score": 42.5,
"score_max": 75,
"percent": 56.7,
"grade": "C",
"readable": 0.5,
"crawlable": 15,
"discoverable": 27,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1"
]
},
{
"url": "https://ingles.aprendergratis.es/",
"domain": "ingles.aprendergratis.es",
"score": 27.9,
"score_max": 75,
"percent": 37.2,
"grade": "D",
"readable": 4.9,
"crawlable": 15,
"discoverable": 8,
"fast": null,
"parity": 0.1,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema",
"sitemap",
"llms"
]
},
{
"url": "https://gameon.watch/",
"domain": "gameon.watch",
"score": 51.4,
"score_max": 75,
"percent": 68.5,
"grade": "C",
"readable": 10.4,
"crawlable": 15,
"discoverable": 26,
"fast": null,
"parity": 0.2,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1"
]
},
{
"url": "https://selected.site/",
"domain": "selected.site",
"score": 29.4,
"score_max": 75,
"percent": 39.2,
"grade": "D",
"readable": 0.4,
"crawlable": 15,
"discoverable": 14,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://mindsparkstudy.com/",
"domain": "mindsparkstudy.com",
"score": 35.5,
"score_max": 75,
"percent": 47.3,
"grade": "D",
"readable": 0.5,
"crawlable": 15,
"discoverable": 20,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-canonical",
"meta-h1",
"schema"
]
},
{
"url": "https://tymora.ai/",
"domain": "tymora.ai",
"score": 41,
"score_max": 75,
"percent": 54.7,
"grade": "D",
"readable": 0,
"crawlable": 15,
"discoverable": 26,
"fast": null,
"parity": 0,
"blocks_ai": false,
"failures": [
"readable-parity",
"meta-title",
"meta-h1"
]
}
],
"skipped": [
{
"url": "https://www.lehighcavaliers.org/",
"reason": "fingerprint was none"
},
{
"url": "https://copilotimmo.com/",
"reason": "fingerprint was none"
}
],
"change": null
},
{
"slug": "framer",
"sample_size": 25,
"ranked": true,
"rank": 4,
"tied": false,
"median": 52,
"median_max": 75,
"median_percent": 69.3,
"p25": 52,
"p75": 56,
"fully_readable_pct": 100,
"blocking_ai_pct": 0,
"top_failures": [
{
"id": "fetch-claudebot",
"label": "Fetching as ClaudeBot is not blocked",
"fix": "If a firewall or bot-fight rule blocks this user-agent, allow it. A robots.txt Allow does not stop an edge block.",
"pct": 88
},
{
"id": "fetch-gptbot",
"label": "Fetching as GPTBot is not blocked",
"fix": "If a firewall or bot-fight rule blocks this user-agent, allow it. A robots.txt Allow does not stop an edge block.",
"pct": 88
},
{
"id": "fetch-perplexitybot",
"label": "Fetching as PerplexityBot is not blocked",
"fix": "If a firewall or bot-fight rule blocks this user-agent, allow it. A robots.txt Allow does not stop an edge block.",
"pct": 88
},
{
"id": "llms",
"label": "llms.txt is published",
"fix": "Publish /llms.txt as plain text or Markdown, starting with a level-1 heading. Add /llms-full.txt if you want the extra point.",
"pct": 88
},
{
"id": "schema",
"label": "JSON-LD parses in the raw HTML",
"fix": "Add a JSON-LD block (Organization or WebSite is enough) in the raw HTML.",
"pct": 84
}
],
"sites": [
{
"url": "https://www.feastie.ca/",
"domain": "feastie.ca",
"score": 53,
"score_max": 75,
"percent": 70.7,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 14,
"fast": null,
"parity": 1.4,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"schema",
"llms"
]
},
{
"url": "https://www.wilkinson-rivera.com/",
"domain": "wilkinson-rivera.com",
"score": 49,
"score_max": 75,
"percent": 65.3,
"grade": "C",
"readable": 27,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 3.2,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://www.webveda.com/",
"domain": "webveda.com",
"score": 52,
"score_max": 75,
"percent": 69.3,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 2.3,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://www.yunastories.com/",
"domain": "yunastories.com",
"score": 66,
"score_max": 75,
"percent": 88,
"grade": "A",
"readable": 30,
"crawlable": 9,
"discoverable": 27,
"fast": null,
"parity": 2.9,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1"
]
},
{
"url": "https://studio.hodinkee.com/seiko-prospex-1968-diver-upscale-versatility",
"domain": "studio.hodinkee.com",
"score": 49.5,
"score_max": 75,
"percent": 66,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 10.5,
"fast": null,
"parity": 2,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-description",
"meta-h1",
"meta-og",
"schema",
"llms"
]
},
{
"url": "https://impacttheory.com/",
"domain": "impacttheory.com",
"score": 57,
"score_max": 75,
"percent": 76,
"grade": "B",
"readable": 30,
"crawlable": 15,
"discoverable": 12,
"fast": null,
"parity": 2.3,
"blocks_ai": false,
"failures": [
"meta-description",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://tellet.ai/",
"domain": "tellet.ai",
"score": 51,
"score_max": 75,
"percent": 68,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 12,
"fast": null,
"parity": 2.8,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-title",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://whereby.com/",
"domain": "whereby.com",
"score": 53,
"score_max": 75,
"percent": 70.7,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 14,
"fast": null,
"parity": 1.8,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://lauravalls.es/",
"domain": "lauravalls.es",
"score": 47.5,
"score_max": 75,
"percent": 63.3,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 8.5,
"fast": null,
"parity": 1.9,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-noindex",
"meta-description",
"meta-lang",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://crazycreative.design/",
"domain": "crazycreative.design",
"score": 53,
"score_max": 75,
"percent": 70.7,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 14,
"fast": null,
"parity": 1.5,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"schema",
"llms"
]
},
{
"url": "https://www.alejandromejias.com.au/",
"domain": "alejandromejias.com.au",
"score": 52,
"score_max": 75,
"percent": 69.3,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 1.5,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://thirstydumpling.com/",
"domain": "thirstydumpling.com",
"score": 52,
"score_max": 75,
"percent": 69.3,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 1.5,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://fibilaw.com/",
"domain": "fibilaw.com",
"score": 63,
"score_max": 75,
"percent": 84,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 24,
"fast": null,
"parity": 1.1,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"llms"
]
},
{
"url": "https://aaronburns.co.uk/",
"domain": "aaronburns.co.uk",
"score": 53,
"score_max": 75,
"percent": 70.7,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 14,
"fast": null,
"parity": 2.1,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"schema",
"llms"
]
},
{
"url": "https://iheald.com/",
"domain": "iheald.com",
"score": 62,
"score_max": 75,
"percent": 82.7,
"grade": "B",
"readable": 30,
"crawlable": 9,
"discoverable": 23,
"fast": null,
"parity": 4.4,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"llms"
]
},
{
"url": "https://abmusic.uk/",
"domain": "abmusic.uk",
"score": 50.3,
"score_max": 75,
"percent": 67.1,
"grade": "C",
"readable": 28.3,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 7.2,
"blocks_ai": false,
"failures": [
"fetch-gptbot",
"fetch-claudebot",
"fetch-perplexitybot",
"meta-h1",
"schema",
"llms"
]
},
{
"url": "https://razorpay.com/",
"domain": "razorpay.com",
"score": 69,
"score_max": 75,
"percent": 92,
"grade": "A",
"readable": 30,
"crawlable": 15,
"discoverable": 24,
"fast": null,
"parity": 3.4,
"blocks_ai": false,
"failures": [
"meta-h1",
"sitemap"
]
},
{
"url": "https://www.mantisadnetwork.com/",
"domain": "mantisadnetwork.com",
"score": 52,
"score_max": 75,
"percent": 69.3,
"grade": "C",
"readable": 30,
"crawlable": 9,
"discoverable": 13,
"fast": null,
"parity": 1.1,
"blocks_ai": false,
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}